Home
International Journal of Science and Research Archive
International, Peer reviewed, Open access Journal ISSN Approved Journal No. 2582-8185

Main navigation

  • Home
    • Journal Information
    • Abstracting and Indexing
    • Editorial Board Members
    • Reviewer Panel
    • Journal Policies
    • IJSRA CrossMark Policy
    • Publication Ethics
    • Issue in Progress
    • Current Issue
    • Past Issues
    • Instructions for Authors
    • Article processing fee
    • Track Manuscript Status
    • Get Publication Certificate
    • Become a Reviewer panel member
    • Join as Editorial Board Member
  • Contact us
  • Downloads

ISSN Approved Journal || eISSN: 2582-8185 || CODEN: IJSRO2 || Impact Factor 8.2 || Google Scholar and CrossRef Indexed

Fast Publication within 48 hours || Low Article Processing Charges || Peer Reviewed and Referred Journal || Free Certificate

Research and review articles are invited for publication in March 2026 (Volume 18, Issue 3) Submit manuscript

Personality prediction using AI

Breadcrumb

  • Home
  • Personality prediction using AI

Tanvi Dashrath Bhagat * and Sandeep R. Jadhav

 

Department of Computer, Sanghavi College of Engineering, Maharashtra, India.

Research Article

International Journal of Science and Research Archive, 2026, 18(02), 108-115

Article DOI: 10.30574/ijsra.2026.18.2.0207

DOI url: https://doi.org/10.30574/ijsra.2026.18.2.0207

Received on 20 December 2025; revised on 01 February 2026; accepted on 03 February 2026

The analysis of personality traits using Machine Learning (ML) and Artificial Intelligence (AI) constitutes an emerging interdisciplinary field that brings together principles from psychology, computer science, and physics. The Ocean Model conceptualizes personality traits as dynamic and interrelated patterns, comparable to ocean waves that continuously form and dissipate over time. By leveraging ML and AI techniques to analyze these evolving patterns and fluctuations, it becomes feasible to infer and predict individual personality characteristics with a high degree of accuracy. This abstract presents an overview of the Ocean Model framework, examines its applicability in personality assessment, and discusses the challenges and limitations inherent in this approach.

Machine Learning; Artificial Intelligence; K-Means Clustering; Yellow brick Clustering

https://journalijsra.com/sites/default/files/fulltext_pdf/IJSRA-2026-0207.pdf

Get Your e Certificate of Publication using below link

Download Certificate

Preview Article PDF

Tanvi Dashrath Bhagat and Sandeep R. Jadhav. Personality prediction using AI. International Journal of Science and Research Archive, 2026, 18(02), 108-115. Article DOI: https://doi.org/10.30574/ijsra.2026.18.2.0207.

Get Certificates

Get Publication Certificate

Download LoA

Check Corssref DOI details

Issue details

Issue Cover Page

Editorial Board

Table of content


Copyright © Author(s). All rights reserved. This article is published under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits use, sharing, adaptation, distribution, and reproduction in any medium or format, as long as appropriate credit is given to the original author(s) and source, a link to the license is provided, and any changes made are indicated.


All statements, opinions, and data contained in this publication are solely those of the individual author(s) and contributor(s). The journal, editors, reviewers, and publisher disclaim any responsibility or liability for the content, including accuracy, completeness, or any consequences arising from its use.


          

   

Copyright © 2026 International Journal of Science and Research Archive - All rights reserved

Developed & Designed by VS Infosolution